Many recent results of automating security policies have been obtained using reinforcement learning methods. In particular, a large number of studies have focused on intrusion prevention use cases [1]}, [2]}, [3]}, [4]}, [5]}, [6]}, [7]}, [8]}, [9]}, [10]}, [11]}, [12]}, [13]}. Other security problems addressed with reinforcement learning include: defense against jamming attacks [14]}, detection of distributed denial of service (DDoS) attacks [15]}, defense against advanced persistent threats (APTs) [16]}, botnet detection [17]}, and defense against topology attacks [18]}.
